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A00-240 - SAS Statistical Business Analysis SAS9: Regression and Model - Dump Information

Vendor : SASInstitute
Exam Code : A00-240
Exam Name : SAS Statistical Business Analysis SAS9: Regression and Model
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A00-240 Questions and Answers


Question #87

What is a benefit to performing data cleansing (imputation, transformations, etc.) on data after partitioning the data for honest assessment as opposed to performing the data cleansing prior to partitioning the data?


  1. It makes inference on the model possible.


  2. It is computationally easier and requires less time.


  3. It omits the training (and test) data sets from the benefits of the cleansing methods.


  4. It allows for the determination of the effectiveness of the cleansing method.

Answer: D Question #88

A researcher has several variables that could be possible predictors for the final model. There is interest in checking all 2-way interactions for possible entry to the model. The researcher has decided to use forward selection within PROC LOGISTIC. Fill in the missing code option that will ensure that all 2-way interactions will be considered for entry.


  1. start = 5


  2. include = 4


  3. include = 5


  4. start = 4

Answer: C Question #89


Refer to the confusion matrix:


An analyst determines that loan defaults occur at the rate of 3% in the overall population. The above confusion matrix is from an oversampled test set (1 = default). What is the sensitivity adjusted for the population event probability?

Enter your answer in the space below. Round to three decimals (example: n.nnn).

Answer: 0.617

Question #90

Refer to the exhibit:


On the Gains Chart, what is the correct interpretation of the horizontal reference line?


  1. the proportion of cases that cannot be classified


  2. the probability of a false negative


  3. the probability of a false positive


  4. the prior event rate

Answer: B Question #91

Refer to the confusion matrix:


Calculate the accuracy and error rate (0 - negative outcome, 1 - positive outcome)


  1. Accuracy = 58/102, Error Rate = 23/48


  2. Accuracy = 83/102, Error Rate = 67/102


  3. Accuracy = 25/150, Error Rate = 44/150


  4. Accuracy = 83/150, Error Rate = 67/150

Answer: A Question #92

Which statistic is based on the maximum vertical distance between the primary event EDF and the secondary event EDF?


  1. KS


  2. SBC


  3. Max EDF


  4. Brier Score

Answer: A Reference:


Question #93 DRAG DROP -

Drag the adjustment formulas for oversamping from the left and place them into the correct location in the confusion matrix shown on the right. Select and Place:




Question #94

An analyst knows that the categorical predictor, zip_code, is an important predictor of a binary target. However, zip_code has too many levels to be a feasible predictor in a model. The analyst uses PROC CLUSTER to implement Greenacre's method to reduce the number of categorical levels.

What is the correct application of Greenacre's method in this situation?


  1. Clustering the levels using the target proportion for each zip_code as input.


  2. Clustering the levels using the zip_code values as input.


  3. Clustering the levels using the number of cases in each zip_code as input.


  4. Clustering the levels using dummy coded zip_code levels as inputs.

Answer: A Reference:


Question #95

What does the Pearson product moment correlation coefficient measure?


  1. nonlinear and nonmonotonic association between two variables


  2. linear and monotonic association between two variables


  3. linear and nonmonotonic association between two variables


  4. nonlinear and monotonic association between two variables

Answer: B Reference:


Question #96

This question will ask you to provide a segment of missing code.

The following code is used to create missing value indicator variables for input variables, fred1 to fred7.


Which segment of code would complete the task? A.








Answer: C Question #97

This question will ask you to provide a missing option. Given the following SAS program:


What option must be added to the program to obtain a data set containing Spearman statistics?


  1. OUTCORR=estimates


  2. OUTS=estimates


  3. OUT=estimates


  4. OUTPUT=estimates

Answer: D Question #98

This question will ask you to provide a missing option.

A business analyst is investigating the differences in sales figures across 8 sales regions. The analyst is interested in viewing the regression equation parameter estimates for each of the design variables.

Which option completes the program to produce the regression equation parameter estimates?



  1. Solve


  2. Estimate


  3. Solution


  4. Est

Answer: C Reference:


Question #99

After performing an ANOVA test, an analyst has determined that a significant effect exists due to income. The analyst wants to compare each Income to all others and wants to control for experimentwise error.

Which GLM procedure statement would provide the most appropriate output?


  1. lsmeans Income / pdiff=control adjust=dunnett;


  2. lsmeans Income / pdiff=control adjust=t;


  3. lsmeans Income / pdiff=all adjust=tukey;


  4. lsmeans Income / pdiff=all adjust=t;

Answer: A Reference:


Question #100 SIMULATION -

A linear model has the following characteristics:

*A dependent variable (y)

*One continuous variable (xl), including a quadratic term (x12)

*One categorical (d with 3 levels) predictor variable and an interaction term (d by x1) How many parameters, including the intercept, are associated with this model?

Enter your numeric answer in the space below. Do not add leading or trailing spaces to your answer.

Answer: 7

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SAS certification software overview SAS has awarded greater than 100,000 certifications in view that the software's introduction in 1999, in accordance with Brightcove. these days, the SAS global Certification application presents 23 credentials across seven categories: groundwork equipment superior Analytics enterprise Intelligence and Analytics records management Administration JMP companions SAS certifications, along with required assessments and costs, are described in more element in right here sections. besides the fact that children journey tiers don't seem to be particularly indicated for each and every certification, a great rule of thumb is a minimum of eight months of experience on the base SAS gadget for Base Programmers and two to 3 years of valuable, arms-on event for all different certifications earlier than candidates address their respective exams. All checks are administered with the aid of Pearson VUE or through a SAS-sponsored certification examination session (typically in conjunction with a practicing direction). SAS additionally presents on-line proctored exams for all certification credentials via their partnership with Pearson VUE. observe that every one certifications coated under are in accordance with SAS 9.4. SAS foundation equipment certifications basis equipment credentials intention at SAS gurus whose workdays revolve round writing and managing SAS classes. The enterprise at present presents three foundation tools certifications: SAS certified Base Programmer for SAS 9: the base Programmer is aware of a way to question databases and function analyses, together with importing and exporting raw information data, manipulating facts, combining SAS information units and creating reviews. 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For right here certifications, there are no credential must haves required to take these exams, although a thorough skills of a number of related talents and concepts is required. The three certifications in this category are: SAS certified BI content Developer for SAS 9: The BI content material Developer focuses certainly on creating, enforcing and customizing SAS interface functions (such as reporting applications), together with data management and dashboard introduction. The certification exam facets 60 to 65 distinct-alternative questions, a two-hour time limit, and candidates have to reply at the least 70 p.c of the questions accurately to pass the examination. SAS certified visual enterprise Analyst Exploration and Design the use of SAS visible Analytics: This credential pursuits analysts who use SAS visible Analytics, visible Analytics Explorer, and visible Analytics clothier to add, manipulate and discover facts, and create studies. The certification examination aspects 60 to 65 dissimilar-alternative questions, a one hundred-minute deadline, and candidates should reply as a minimum sixty eight percent of the questions correctly to flow the exam. SAS certified visual Modeler the use of SAS visual information 7.four: The certified visible Modeler aims analysts who operate model becoming and analysis as well as predictive and exploratory modeling in company environments using SAS visual records. The certification examination elements 50 distinctive-alternative, brief-answer and interactive questions, a ninety-minute cut-off date and candidates have to answer as a minimum 68 p.c of the questions accurately to flow the examination. Certification Required exam(s) examination charge SAS licensed BI content Developer for SAS 9 SAS BI content material construction for SAS 9 examination (A00-270) $one hundred eighty SAS licensed visible enterprise Analyst: Exploration and Design the usage of SAS visual Analytics SAS visual Analytics 7.4 Exploration and Design examination (A00-277) $a hundred and eighty SAS licensed visible Modeler using SAS visual facts 7.4 SAS Interactive mannequin building and Exploration the use of SAS visible facts 7.four examination (A00-272) $180 SAS facts administration certifications professionals whose workdays (or profession aspirations) revolve greater around managing information and structures in preference to deep data, evaluation and modeling will gravitate to records administration credentials. For right here certifications, there are no credential must haves required to take these tests, though an intensive competencies of a number of linked talents and innovations is required. The three certifications during this class are: SAS licensed massive records knowledgeable the use of SAS 9: The big statistics credential is designed for specialists who habits statistical analyses using SAS and open supply data-management tools. This credential is constituted of two separate exams: massive statistics education, facts and visible Exploration SAS huge information Programming and Loading SAS certified records Integration Developer for SAS 9: The data Integration Developer works with facts to prepare it for analysis and reporting. Candidates need to comprehend the way to outline the platform architecture for SAS business Analytics as well as create metadata, seriously change records and tables, and run jobs. The certification exam aspects 76 assorted-alternative questions, a 105-minute time limit, and candidates need to reply at least 70 % of the questions correctly to pass the examination. SAS certified information great Steward for SAS 9: The data high-quality Steward validates the skills of authorities who use the SAS DataFlux statistics management Studio. The certification examination aspects seventy five multiple-option questions, a a hundred and ten-minute cut-off date, and candidates need to answer as a minimum sixty eight % of the questions correctly to flow the exam. Certification Required examination(s) exam charge SAS certified big statistics knowledgeable using SAS 9 SAS big statistics education, data, and visible Exploration exam (A00-220) SAS large facts Programming and Loading examination (A00-221) $180 every, $360 complete SAS certified information Integration Developer for SAS 9 SAS statistics Integration development for SAS 9 examination (A00-260) $one hundred eighty SAS certified information exceptional Steward for SAS 9 SAS records satisfactory the use of DataFlux records administration Studio examination (A00-262) $180 SAS Administration certifications The administration category has a single credential the SAS licensed Platform Administrator for SAS 9 designed for experts liable for supporting the SAS business Analytics platform from installing through day-to-day upkeep. Candidates ought to know how to install folders, control user money owed, video display equipment performance, practice protection concepts, operate backups and comprehensive other administrative tasks. The certification exam aspects 70 numerous-alternative questions, a 110-minute cut-off date, and candidates should answer at the least 70 p.c of the questions as it should be to flow the examination. Certification Required exam(s) exam charge SAS licensed Platform Administrator for SAS 9 SAS Platform Administration for SAS 9 examination (A00-250) $one hundred eighty JMP certifications SAS JMP is records evaluation and visualization software that enables clients to explore, mine and share information analyses in a graphical layout. The JMP credential includes two tests: JMP licensed professional JMP Scripting the usage of JMP 14: using the JMP Scripting Language (JSL), candidates will show their proficiency in finishing a considerable number of programming and scripting initiatives. JMP licensed professional Design and analysis of Experiments the usage of JMP 14: a success candidates will demonstrate their competencies and capabilities in designing and examining various industrial experiments, including evaluating mannequin assumptions and method optimization. each of those certification checks characteristic 50 to 60 dissimilar-alternative and brief-answer questions, a 150-minute cut-off date, and candidates have to achieve a score of at least 725 points from the feasible aspect latitude of 200 to 1,000 facets. discover greater about scaled ratings via the exam FAQ. Certification Required examination(s) examination charge JMP licensed expert: JMP Scripting the usage of JMP 14 JMP Scripting the usage of JMP 14 examination (A00-908) $180 JMP certified professional: Design and evaluation of Experiments the use of JMP 14 Design and evaluation of Experiments the use of JMP 14 (A00-909) $one hundred eighty associate certifications SAS presents credential programs for certified SAS resellers, VARs, and consultants though its partner program. There are six accomplice credentials purchasable to SAS partners: access to the partner credentialing portal is proscribed to approved SAS partners handiest. subsequently, some particulars of the associate examination process are hidden from public view. if you work for a SAS accomplice, ask your enterprise SAS liaison or your SAS earnings team for more details about associate certifications. SAS-connected jobs and careers Why get SAS licensed? greater demonstrated advantage usually means greater incomes energy. a brief seek SAS programmer on predominant job posting websites returns lots of, if not heaps, of open positions across the USA, most with beginning salaries in a spread from $52,000 to $126,000. while salaries vary reckoning on business, journey, certifications achieved and different components, usual SAS programmer revenue are practically $81,038 nationally, per SimplyHired. The usual earnings in SAS statistical modeling careers are pretty much $110,000, topping out around $200,000. Tip: To make the hiring technique simpler, employers can verify a candidate's credentials by using browsing the SAS world licensed skilled directory. Suffice it to claim, a SAS certification will pay off directly. Couple that with a great business lifestyle, reaching a SAS credential and working for SAS is a smart career circulation for any individual with programming chops and a desire for sturdiness with a single company. SAS careers are plentiful and range depending on your goals and profession aspirations. Some SAS careers naturally gravitate toward one or more certification categories. Some examples of commonplace job roles through certification class encompass: basis equipment: Analysts, programmers and data managers superior Analytics: Technical analysts, statisticians and information scientists company Intelligence and Analytics: content builders and analysts statistics administration: Analysts, programmers and information managers Administration: Platform administrators in spite of your enviornment(s) of pastime, you're going to discover a plethora of SAS careers attainable. practising and supplies SAS presents links to SAS school room and eLearning lessons, pattern examination questions and entire apply exams. refer to the exam education tab for every certification on the SAS Certification web site. Candidates should buy certification packages that include practicing classes, preparation materials and examination vouchers with common coupon codes of 35 to 40 %. SAS practicing may also be pricey, counting on factors corresponding to start system and sophistication size. individual courses latitude from lows around $1,100 to highs of $four,000. Candidates may still make certain to check out the SAS discounts internet web page for advice on existing discount classes, optimal price deals, veteran's discounts and greater before enrolling. The SAS training and Books webpage provides links to certification prep books, working towards courses, eLearning alternatives (SAS onDemand) and the SAS international educational software. SAS also offers pattern exam questions and practising utility may well be accessed in the course of the SAS university edition. Many colleges and universities, reminiscent of Philadelphia institution, Florida State university and the university of Missouri, to name just a couple of, additionally offer SAS certificate courses to their undergraduate and graduate college students. when you are in (or considering of going to) getting SAS licensed as a part of your degree software, it pays to check out your SAS certification alternatives before deciding upon an establishment of bigger learning. [aHR0cHM6Ly93d3cuYnVzaW5lc3NuZXdzZGFpbHkuY29tL2ltYWdlcy9pLzAwMC8wMTcvMjg2L2kwMS9lZC10aXR0ZWwuanBlZw==] credit score: Ed Tittel Ed Tittel Ed is a 30-12 months-plus veteran of the computing industry, who has worked as a programmer, a technical supervisor, a school room instructor, a network consultant and a technical evangelist for organizations that include Burroughs, Schlumberger, Novell, IBM/Tivoli and NetQoS. He has written for a large number of publications, including Tom's IT seasoned, and is the creator of greater than 100 computing books on guidance security, net markup languages and building equipment, and windows working programs. [aHR0cHM6Ly93d3cuYnVzaW5lc3NuZXdzZGFpbHkuY29tL2ltYWdlcy9pLzAwMC8wMTcvMjA3L2kwMS9lYXJsLWZvbGxpcy5qcGc=] credit score: Earl Follis Earl FollisEarl is additionally a 30-year veteran of the computer industry, who labored in IT training, marketing, technical evangelism and market evaluation in the areas of networking and programs technology and management. Ed and Earl met within the late 1980s when Ed hired Earl as a coach at an Austin-enviornment networking company this is now part of HP. both of them have written a large number of books collectively on NetWare, home windows Server and other themes. Earl is also a regular writer for the computer alternate press with many e-books, white papers and articles to his credit. 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